真正的 GEO Agency，不是把 SEO 换个名，而是把 AI 可见性做成系统。

GEO agency 是专门帮品牌在 AI 搜索平台（ChatGPT、Google AI Overviews、Perplexity 等生成式回答引擎）上获得可见性的服务机构。真正的 GEO agency 至少要覆盖三层：品牌实体与定位清晰度、页面与内容系统、爬虫与结构化发现资产。只会做文案、只会改 title，或者只会报一个 AI 可见性 PPT，都不够。

A GEO agency is a firm that optimizes a brand's presence specifically for AI-powered search surfaces — ChatGPT, Google AI Overviews, Perplexity, and similar engines that generate answers rather than link lists. A real GEO agency should cover at least three layers: brand-entity clarity, page and content systems, and crawler-facing discovery assets. Copy-only work, title-tag tweaks, or a visibility slide deck by itself is not enough.

传统 SEO agency 的核心指标是搜索引擎结果页（SERP）的排名位置和自然流量。它们优化的对象是 Google 的链接索引：title tag、反向链接、页面速度、关键词密度。GEO agency 的优化对象不同——它面向的是 AI 生成回答。ChatGPT、Perplexity、Google AI Overviews 不是列出十条链接让用户点，而是直接合成一段回答并决定引用谁。这意味着一个在传统 SERP 排名第一的页面，如果没有清晰的实体定义、结构化数据和可提取的回答段落，AI 引擎可能完全跳过它。对于正在找 chinese SEO agency 或 SEO agency for China market 的品牌来说，关键问题不是「要不要做 SEO」，而是「只做传统 SEO 够不够」。如果你的目标受众已经在用 AI 搜索（2026 年 ChatGPT 月活用户超过 4 亿），只覆盖传统 SERP 意味着你对一个快速增长的流量入口是隐身的。

A traditional SEO agency optimizes for search-engine result pages: link-based rankings, backlink profiles, page speed, and keyword density. A GEO agency optimizes for AI-generated answers. ChatGPT, Perplexity, and Google AI Overviews do not list ten links — they synthesize a response and choose whom to cite. A page that ranks first on a traditional SERP may be invisible to an AI engine if it lacks a clear entity definition, structured data, and extractable answer blocks. For brands searching for a Chinese SEO agency or an SEO agency for the China market, the real question is not whether to invest in SEO, but whether traditional SEO alone is sufficient. If your target audience already uses AI search — ChatGPT passed 400 million monthly active users in 2026 — covering only traditional SERPs means you are invisible to a fast-growing discovery channel.

Baidu SEO agency 擅长的是中文搜索生态内的排名优化：百度收录、百度竞价、百度百科、百度知道。这套能力在国内市场有效，但出海品牌面对的搜索环境完全不同。海外用户的搜索入口已经分裂成三层：Google 传统搜索、Google AI Overviews 生成回答、以及 ChatGPT / Perplexity 等独立 AI 搜索产品。一家只做 Baidu 的 agency 通常不具备处理 Schema markup、llms.txt、英文实体定义和多引擎结构化发现资产的经验。这不是说百度优化没价值——对面向国内用户的品牌，Baidu SEO 仍然重要。但如果品牌正在出海、目标用户是海外华人或英语市场，需要的是一个能同时覆盖传统搜索和 AI 搜索的合作方，而不是把国内的 Baidu 打法直接搬到 Google 上。

A Baidu SEO agency specializes in ranking optimization within the Chinese search ecosystem: Baidu indexing, Baidu PPC, Baidu Baike, and Baidu Zhidao. These capabilities work for the domestic Chinese market, but brands going global face an entirely different search landscape. Overseas users now discover brands through three layers: traditional Google search, Google AI Overviews, and standalone AI search products such as ChatGPT and Perplexity. An agency focused only on Baidu typically lacks experience with Schema markup, llms.txt, English-language entity definitions, and multi-engine structured discovery assets. This does not mean Baidu optimization has no value — for brands serving domestic Chinese users, Baidu SEO remains important. But if the brand is going global and the target audience is overseas Chinese communities or English-language markets, the partner needs to cover both traditional search and AI search rather than replicating a Baidu playbook on Google.

Seven AI Lab 更像一个双语 GEO 体系搭建方，服务对象是中国出海品牌。我们的角色不是替代你全部 marketing，而是先把 AI 引擎最需要的结构、页面职责和可引用资产搭起来，再让后续内容扩张有正确底座。

Seven AI Lab positions itself as a bilingual GEO system builder for Chinese brands going global. We do not replace all of your marketing. We build the AI-facing structure, route ownership, and citation assets so later content expansion has the right foundation.

我们通常会介入战略诊断、关键词与页面映射、承接页与支撑页结构、metadata 与 schema、sitemap / llms.txt / crawler policy，以及关键内链设计。我们不会用虚构案例、虚假统计或大而散的内容堆砌来包装结果。

We typically work on strategy diagnostics, keyword-to-route mapping, landing and support page structure, metadata and schema, sitemap and llms.txt generation, crawler policy, and key internal-link design. We do not rely on invented case studies, fake statistics, or bloated content for the sake of appearances.

如果你的网站刚起步、品牌定义还在收敛、或者已经有基础站点但发现 AI 回答里几乎没有你，这时最适合先做一轮小而准确的 GEO 架构。先把关键页面和关键链接做出来，再决定要不要扩大内容投资。

This model fits best when your site is still early, your brand definition is still tightening, or your website exists but AI answers barely mention you. Start with a small but precise GEO architecture, then decide whether to expand content investment.

真正的 GEO agency 不只是把 SEO 服务改名，也不应该承诺“保证被 ChatGPT 引用”。它应该做的是：确认品牌实体是否清楚、核心页面是否可抓取、答案块是否可独立摘取、schema 是否只包含正文可见事实、站外资料是否能支撑品牌存在、以及 AI 查询测试是否能持续记录。2026 年 6 月审计显示，`/geo-agency` 已有 1873 个英文词规模的正文，priority 是 190.44 个优先级点，volume 是 260 次，difficulty 是 22.0 个难度点；它不是本周最高分页面，但商业意图明确，适合补 FAQ、服务边界和对比块，而不是整页重写。

A real GEO agency does not simply rename SEO services, and it should not promise guaranteed ChatGPT citations. It should verify whether the brand entity is clear, whether priority routes are crawlable, whether answer blocks can stand alone, whether schema only contains visible body facts, whether external sources support the brand's existence, and whether AI query tests are logged over time. In the June 2026 audit, `/geo-agency` already had about 1873 words of body content, 190.44 priority points, 260 volume signals, and 22.0 difficulty points. It is not the highest-scoring page this week, but it has clear commercial intent, so the right move is to add FAQ, service boundaries, and comparison blocks rather than rewriting the entire page.

SEO agency 主要优化传统搜索结果页里的排名、流量和转化；GEO agency 还要处理 AI answer engines 如何理解品牌、选择页面和引用段落。两者有重叠，但衡量方式不同。SEO 更常看关键词排名、点击率和自然流量；GEO 还要看 AI 是否提到品牌、引用哪个 URL、描述是否准确、答案是否遗漏关键限制。Google 官方文档并没有要求为 AI features 使用特殊文件或特殊 schema；所以靠谱的 GEO agency 不会把 llms.txt 或 FAQ schema 当成万能药，而会先把正文、路由、来源和可见事实做扎实。

An SEO agency mainly optimizes rankings, traffic, and conversion in traditional search results. A GEO agency also handles how AI answer engines understand the brand, select a URL, and cite a passage. The two overlap, but measurement is different. SEO often watches keyword rankings, click-through rate, and organic traffic. GEO also watches whether AI systems mention the brand, which URL they cite, whether the description is accurate, and whether answers omit important limitations. Google does not require special files or special schema for AI features, so a credible GEO agency should not sell llms.txt or FAQ schema as a cure-all. It should first make body content, route ownership, sources, and visible facts solid.

以下 FAQ 用于让 `/geo-agency` 页面覆盖真实 agency-intent 查询。回答刻意保留边界，不做无法验证的效果承诺。

This FAQ helps `/geo-agency` cover real agency-intent queries. The answers keep clear boundaries and avoid unverifiable outcome promises.

选择 GEO agency 不应该只看谁最会讲概念，而要看它能不能把品牌实体、页面职责、技术发现链路和内容承接做成一个可验证系统。

Choosing a GEO agency should not depend on who explains the concept most loudly. The real question is whether the agency can turn brand entities, route ownership, technical discovery, and content assets into a verifiable system.

Seven AI Lab 的交付更偏系统搭建，而不是单次内容包装。每一项交付都应该能被搜索引擎、AI 爬虫或团队后续执行继续使用。

Seven AI Lab focuses on system setup rather than one-off content packaging. Every deliverable should remain useful for search engines, AI crawlers, or the team executing the next iteration.

AI 搜索领域变化快，2024 年的评估标准到 2026 年已经不够用。以下是当前阶段值得检查的几项：

The AI search space moves fast — evaluation criteria from 2024 are already insufficient in 2026. Here are the checks that matter at the current stage:

不是所有阶段都应该马上找 GEO agency。越早期的团队，越需要先判断问题是不是 GEO 能解决的，不然很容易把定位问题误当流量问题。

Not every stage needs a GEO agency immediately. Early teams should first decide whether the problem is actually solvable through GEO, or whether it is a positioning issue being mistaken for a traffic issue.